Capital One sits at the top of Fast Casual Dining's neighbor set with a similarity of 0.82 — the strongest pull in the top 10, and it isn't a restaurant. That cross-kind lead is the defining structural fact here: the shape is broad, with scores running from 0.82 down to 0.71 across ten neighbors, and the mix spans banks, sports teams, athletes, and food brands rather than concentrating in any single subcategory.
The next four neighbors are Alabama Football (0.77), Hunt Brothers Pizza (0.77), Alabama Power (0.76), and Zaxby's (0.74). Hunt Brothers Pizza is the only neighbor sharing the center entity's own subcategory (Fast Casual Dining) in the top 10. The rest divide across Sports Teams — Alabama Football and LSU Football (0.73) — Athletes, including Mark Ingram II (0.74) and Jalen Hurts (0.71), and a regional utility brand. The geographic signal is hard to miss: Alabama Football, LSU Football, Alabama Power, and Zaxby's all anchor to the same Deep South corridor, and Krispy Krunchy Chicken (0.71) and Hibbett (0.71) reinforce that regional retail and food footprint.
The broad shape here reflects an audience that overlaps widely with Southern sports fandom, regional financial services, and convenience-oriented food brands — a profile defined less by restaurant category than by a specific regional consumer identity.